| A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY | |
| He, Lihuo1,2; Lu, Wen1,2; Gao, Xinbo1,2; Tao, Dacheng3; Li, Xuelong3 | |
| 作者部门 | 光学影像分析与学习中心 |
| 2011-09-01 | |
| 发表期刊 | INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
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| ISSN | 0219-6913 |
| 卷号 | 9期号:5页码:743-757 |
| 产权排序 | 2 |
| 摘要 | Considering that the Human Visual System (HVS) has different perceptual characteristics for different morphological components, a novel image quality metric is proposed by incorporating Morphological Component Analysis (MCA) and HVS, which is capable of assessing the image with different kinds of distortion. Firstly, reference and distorted images are decomposed into linearly combined texture and cartoon components by MCA respectively. Then these components are turned into perceptual features by Just Noticeable Difference (JND) which integrates masking features, luminance adaptation and Contrast Sensitive Function (CSF). Finally, the discrimination between reference and distorted images perceptual features is quantified using a pooling strategy before the final image quality is obtained. Experimental results demonstrate that the performance of the proposed prevails over some existing methods on LIVE database II. |
| 文章类型 | Article |
| 关键词 | Image Quality Assessment Morphological Component Analysis Human Visual System Just Noticeable Difference |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| DOI | 10.1142/S0219691311004298 |
| 收录类别 | SCI ; EI |
| 关键词[WOS] | MORPHOLOGICAL DIVERSITY ; SOURCE SEPARATION ; CONTOURLET ; DISTORTION ; MODEL |
| 语种 | 英语 |
| WOS研究方向 | Computer Science ; Mathematics |
| WOS类目 | Computer Science, Software Engineering ; Mathematics, Interdisciplinary Applications |
| WOS记录号 | WOS:000296623700004 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/19858 |
| 专题 | 光谱成像技术研究室 |
| 作者单位 | 1.Xidian Univ, VIPS Lab, Sch Elect Engn, Minist Educ China, Xian 710071, Shaanxi, Peoples R China 2.Xidian Univ, Key Lab Intelligent Percept & Image Understanding, Sch Elect Engn, Minist Educ China, Xian 710071, Shaanxi, Peoples R China 3.Chinese Acad Sci, Ctr OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Lihuo,Lu, Wen,Gao, Xinbo,et al. A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,2011,9(5):743-757. |
| APA | He, Lihuo,Lu, Wen,Gao, Xinbo,Tao, Dacheng,&Li, Xuelong.(2011).A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY.INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,9(5),743-757. |
| MLA | He, Lihuo,et al."A NOVEL METRIC BASED ON MCA FOR IMAGE QUALITY".INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 9.5(2011):743-757. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| A NOVEL METRIC BASED（2382KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
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